Dr. Dan Pescaru    Associate Professor

Home  |   Teaching   |   Research & Stuff  |  Publications

Expert Systems (SE - Sisteme Expert) AC Faculty, UPT,  year:  V C (1999-2008), IV C (2009 - 2016) Textbooks: 1. S. Russell, P. Norvig – Artificial Intelligence, a Modern Approach, SE, Prentice Hall, 2003, ISBN 0-13-080302-2. 2. Simon Haykin, “Neural Networks – a comprehensive foundation”, Macmillan Pub. Co, 1998, ISBN 0-13-273350-1. 3. D. Waterman, „A Guide to Expert Systems”, Addison Wesley Pub. Co., 1985, ISBN  0-201-08313-2. Lecures: Decision Support Systems based on Statistical Data: Bayes theorem, alternatives calculus, logistic model; Knowledge Based Systems: forward chaining, backward chaining, certain factors; Fuzzy Expert Systems: fuzzy logic, fuzzy inference, fuzzy controllers; Symbolic Processing Graphs: blackboard model, conceptual graphs; Neural Network Based Systems: perceptron, self-organizing networks, Hopfield networks, back-propagation, Bayesian networks, Towell networks, CNN, Deep learning Lecture notes(pdf): SE Part I, SE Part II, SE Part III Labs: B529/B623 drd. ing. Marius Baba, Th 14:00-20:00 Last update: 18.02.2018

Computers Department, "Politehnica" University of Timisoara, Romania

This Web Page Created with PageBreeze Free HTML Editor